In patients on maintenance hemodialysis, their serum irisin levels were positively correlated with lumbar spine BMD independently of their baseline comorbidities and dialysis duration, and patients with end-stage renal disease and osteopenia or osteoporosis displayed lower irisin levels than patients with normal BMD [105]. This evidence concerns the gene FNDC5 and stage 5 chronic kidney disease.